Author

Hao-Yang Xie

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Open access 2026

Multi-time-scale system load forecasting based on deep learning

This paper validates that the integrated multiscale attention convolutional network and LSTM framework yield a mean absolute error of 8.8 kW and a root mean square error of 15.5 kW during peak periods, outperforming single-scale architectures.

Hao-Yang Xie, Xi Chen · Mechanics & Industry · 0 citations